How do you avoid the presence of albumin in urine?

Albumin in urine is usually the result of some damage to the kidneys, and that in turn is most usually caused by kidney stones, so if you wish to avoid this, remain well hydrated (which is to say, drink lots of water) to help prevent kidney stones. There is, of course, no guarantee.